MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53301
ROHWOOCHUL
test11 Claim
N/A N/A 95
53302
emrgcl
Measures TCP connection latency to Azure blob storage endpoints across regions,…
N/A N/A
53303
slack-samples
Enables building AI-powered Slack apps using the Slack MCP server and OpenAI mo…
53304
QueryQuarry
queryquarry Claim
Double-blind talent marketplace: AIs search anonymous opted-in candidates; reve…
53305
Navneet1710
Enables Claude to directly access, query, and analyze local CSV files using nat…
N/A N/A
53306
intempt
MCP server for Intempt GrowthOS — AI content generation, brand management, know…
53307
LufeMC
Kaval Claim
Freshness gate for AI agents: verify a belief is still true against the live wo…
N/A N/A
53308
Kemperino
An MCP server that bridges AI models with Ethereum blockchains via all JSON-RPC…
53309
Pyda-AI
Enables AI assistants to execute PromQL queries and discover metrics within AWS…
81
53310
jmagar
UniFi RMCP Claim
Rust MCP server and CLI for UniFi Network controller operations.
N/A N/A
53311
Low-Latency-Labs
Nocticas Claim
Browser QA agent that won't return a false green: verified PASS/FAIL + access-c…
53312
teoobarca
Enables AI assistants to perform web searches and deep research via Perplexity,…
53313
pwno-io
An MCP server and CLI that uses Tree-sitter to parse and analyze code.
N/A N/A
53314
alyiox
Read-only MCP for Microsoft SQL Server: metadata discovery, parameterized SELEC…
N/A N/A
53315
salitaba
A comprehensive MCP server for analyzing Maven jar files in the local repositor…
N/A N/A
53316
microsoft
codesearch Claim
Full-text and structural code search for a large monorepo, exposing results as …
N/A N/A
53317
testing9384
mcp-server Claim 1
An MCP server that provides visual memory and context storage with knowledge gr…
N/A N/A 95
53318
sinamohsenifar
Enables AI assistants to read and drive a real, logged-in Firefox browser, incl…
N/A N/A
53319
MustafaKemal0146
trdizin-mcp Claim
MCP server for querying TÜBİTAK TR Dizin academic database, enabling search of …
N/A N/A
53320
ADI2084
Enables intelligent troubleshooting, monitoring, and configuration of Cisco Mer…
53321
E112222
A read-only Model Context Protocol server that lets an LLM analyst interrogate …
53322
BourbonDog
Amicus Claim
Multi-model LLM Council and parallel AI window for Claude Code. Fork any model,…
N/A N/A
53323
vaquarkhan
MCP-Bastion Claim
Security middleware for MCP. Blocks prompt injection, PII leakage, and resource…
N/A N/A 95
53324
KARANNARESHMAKIM
Exposes analytical tools for Revenue Growth Management (RGM) using NielsenIQ da…
N/A N/A
53325
redcool
Enables AI agents (like Claude Code, Cursor) to directly operate Unity scenes v…
N/A N/A
53326
gyfis
Enables fast, local-only read access to Linear data via the macOS cache, allowi…
N/A N/A
53327
bughide011
test111
N/A N/A 95
53328
universal-mcp
Universal MCP server for Pipedrive, enabling interaction with Pipedrive's tools…
53329
RyansitoTeroAI
Enables ChatGPT to interact with noCRM leads for outreach tracking, including l…
53330
Ansvar-Systems
Enables querying Estonian data protection regulations, decisions, and guideline…
53331
aayuushh365
Enables claude.ai to append durable memory entries to an Obsidian vault on GitH…
53332
MCP server for Prefect. Monitor and debug workflows, deployments, and automatio…
N/A N/A 81
53333
CRED-CLUB
aws-cost-mcp Claim
Enables querying AWS Cost and Usage Report data via Amazon Athena for cost-effe…
53334
mcpassistant
Enables automated testing and coverage reporting for MCP services with test exe…
N/A N/A 95
53335
pengpongpang
An implementation that connects to locally running Anki, enabling card review a…
N/A N/A 95
53336
55jrmds
PD2 Lua MCP Claim
Provides LLMs with access to Payday 2 Lua documentation and source code via 7 M…
N/A N/A
53337
smileCompiler
Enables interaction with Google Ads data via Claude Desktop, providing tools fo…
53338
mgnirck
lecka-mcp Claim
Race nutrition planning for endurance athletes. Calculates carb, sodium and flu…
53339
listenrightmeow
Provide a sandbox environment to test and develop MCP servers compatible with C…
N/A N/A 95
53340
optave
codegraph Claim
Provides AI agents with a function-level dependency graph of the codebase throu…
N/A N/A
53341
Laegend14
Enables AI assistants to search, retrieve, and browse GenLayer documentation th…
N/A N/A
53342
bultcloud
Bult Claim
Deploy and manage Bult apps from AI coding agents.
N/A N/A
53343
jeongho54
An MCP server that provides structural load and stability math (tipping, suppor…
53344
danieldoderlein
llm-bus Claim
Coordinate multiple AI agents over MCP: atomic claims, leases, shared ledger, h…
53345
SemblanceLabs
Enables AI assistants to interact with Trello boards, cards, lists, and more th…
53346
cUDGk
ffmpeg-mcp Claim
Enables LLMs to safely execute ffmpeg and ffprobe operations by passing argumen…
N/A N/A
53347
pipeworx-io
Enables searching for indicators of compromise from ThreatFox by file hash (MD5…
53348
wenjiachengy
Enables secure interaction with MySQL databases through listing tables, reading…
81
53349
eminogrande
Provides portable working rules and tooling instructions as MCP resources, ensu…
N/A N/A
53350
realfastAI
Enables AI models to interactively explore, analyze, and manage Salesforce orga…
N/A N/A
Showing 53301–53350 of 66502 servers